Machine learning 9-universal approximator radial basis function neural network, examining PDA and SVM from a new perspective

One . Introduction to deep learning

1.1 Deep learning

1.2 Leaders in deep learning field

Andrew Wu

Geoffrey Hinton

Yann LeCun

Two .BP neural network

2.1 BP Overview of neural networks

2.2 Multilayer feedforward neural network

Problems that cannot be solved by a single sensor

2.3 Learning rule : Steepest descent BP Law

2.4 BP Neural network realizes image compression

2.5 be based on BP Personal credit evaluation on the Internet

German credit database :

3、 ... and . Hopfield neural network

application :OCR

OCR The idea of :

Four . A neural network based on mathematical principles

4.1 Support vector machine neural network

4.2 Neural network chip

4.3 The generalized RBF neural network

Reference resources :

1. http://www.dataguru.cn/article-4063-1.html